{"id":"W1560158146","doi":"","title":"Supporting reuse of instructional designs through a learning activities repository within a course management system","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Reuse; Course (navigation); Computer science; Learning Management; Process management; Knowledge management; Multimedia; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123298,0.001422963,0.001551031,0.005369025,0.001435261,0.007147548,0.005424067,0.003120372,0.005052751],"category_scores_gemma":[0.05041892,0.002139752,0.001450051,0.002910503,0.001356098,0.01184721,0.008244757,0.002635938,0.002252104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008381579,"about_ca_system_score_gemma":0.003159843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002218604,"about_ca_topic_score_gemma":0.003313127,"domain_scores_codex":[0.9920416,0.002381828,0.001368393,0.001286537,0.002499782,0.0004218255],"domain_scores_gemma":[0.9230599,0.03218533,0.004678138,0.03187757,0.005458459,0.002740598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002570804,0.006429213,0.0343953,0.0009066267,0.0005112573,0.002043035,0.009948405,0.01352861,0.05963881,0.01576292,0.01349692,0.8407681],"study_design_scores_gemma":[0.001549062,0.002404819,0.01639667,0.0009281856,0.001507608,0.00274403,0.002342182,0.5701174,0.255848,0.02790573,0.1174224,0.0008339693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2042358,0.0004000953,0.6743376,0.0008296483,0.0001774568,0.00105786,0.0006625056,0.1097104,0.00858858],"genre_scores_gemma":[0.4159869,0.0002565918,0.5640393,0.0002597789,0.00009788459,0.0004389553,0.002300018,0.00507898,0.01154163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01123298,"threshold_uncertainty_score":0.05940634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635207110602486,"score_gpt":0.2857667679464092,"score_spread":0.2594146968403843,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}